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    AgentOPS: Enterprise Agentic AI Orchestration with AgentCore

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    AgentOPS accelerator with AgentCore heps to operationalize agentic AI systems across the entreprize enabling intelligent multi-agent workflows that operate autonomously and collaboratively with humans, transforming enterprise productivity, with built-in security and governance.

    Overview

    Organisations struggle to move agentic AI beyond proof-of-concept. Key challenges include:

    • Agent coordination complexity – Poor agent-to-agent communication, memory management, and context sharing
    • Integration barriers – Lack of standardized tools and enterprise system connectivity
    • Operational risks – Insufficient governance, security, and observability

    Our AgentOPS accelerator is a CDK/Terraform template for multi-agent orchestration, built on AWS services like Amazon Bedrock, Amazon Bedrock AgentCore and includes open-source frameworks (LangGraph, LangChain, BrowserUse). Core Components inlcude:

    • Agent Orchestration Engine → Built on AgentCore Runtime (secure, serverless infrastructure with 8-hour workload support)
    • Memory & Context Management → Powered by AgentCore Memory (persistent short-term and long-term memory)
    • Enterprise Integration → Leveraging AgentCore Gateway (MCP-based tool providers for API integration)
    • Identity & Access Management → Built on AgentCore Identity (secure authentication with existing integration)
    • Monitoring & Observability → Enhanced with AgentCore Observability (Amazon CloudWatch integration)
    • Advanced Agent Tools → Added AgentCore Code Interpreter and Browser Tool

    Highlights

    • CDK/Terraform template to accelerate development and rapid deployment at scale starting with a small number of specialised agents to multi-agent systems
    • Agent interoperability & observability dashboard for governance and making agents adaptive with feedback
    • Enterprise-Ready Governance – built-in monitoring, explainability, guardrails, and human oversight ensure secure, compliant operations

    Details

    Delivery method

    Deployed on AWS
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